Semi-empirical model for elastic tyre trafficability and methods for the rapid determination of its related parameters

To build an accurate and practical model for trafficability, experiments were conducted in a soil bin on elastic–tyre interaction. Wheel–soil interaction used a semi-empirical model and compared parameter identification methods based on improved an simulated annealing (SA) algorithm, an improved art...

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Veröffentlicht in:Biosystems engineering Jg. 174; S. 204 - 218
Hauptverfasser: Cheng, Zhun, Lu, Zhixiong
Format: Journal Article
Sprache:Englisch
Veröffentlicht: Elsevier Ltd 01.10.2018
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ISSN:1537-5110, 1537-5129
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Abstract To build an accurate and practical model for trafficability, experiments were conducted in a soil bin on elastic–tyre interaction. Wheel–soil interaction used a semi-empirical model and compared parameter identification methods based on improved an simulated annealing (SA) algorithm, an improved artificial fish swarm algorithm (AFSA), and an improved particle swarm optimisation algorithm (PSO) to calculate the maximum stress angle and the departure angle of the elastic tyre. The trafficability experiment included the acquisition of stress distribution, sinkage, and properties of soil of the contact length between elastic tyre and soil with different slip rates. The study proposed an improved semi-empirical model for the calculation of maximum stress angle, an improved slip sinkage semi-empirical model, and a method of determining the departure angle and tyre–soil contact length according to parameter identification research. The results indicated that the improved SA was most efficient algorithm to obtain the maximum stress angle and the departure angle, with the average number of iterations equal to 3.94 and the average time consumption of computer equal to 15.41 s. The method proposed can closely estimate the tyre–soil contact length and the elastic tyre sinkage, requiring only the slip rate and the vertical load on tyre. In addition, the method can provide the maximum stress angle for calculation, approach angle, and departure angle necessary for a wheel–soil interaction semi-empirical model. •The new parameter was proposed, that is, the maximum stress angle for calculation.•SA algorithm, PSO algorithm and AFSA algorithm were improved and compared.•I-SA algorithm can identify the parameters of trafficability quickly and accurately.•Semi-empirical model of the maximum stress angle for calculation was proposed.•Sem-iempirical model of total sinkage was proposed.
AbstractList To build an accurate and practical model for trafficability, experiments were conducted in a soil bin on elastic–tyre interaction. Wheel–soil interaction used a semi-empirical model and compared parameter identification methods based on improved an simulated annealing (SA) algorithm, an improved artificial fish swarm algorithm (AFSA), and an improved particle swarm optimisation algorithm (PSO) to calculate the maximum stress angle and the departure angle of the elastic tyre. The trafficability experiment included the acquisition of stress distribution, sinkage, and properties of soil of the contact length between elastic tyre and soil with different slip rates. The study proposed an improved semi-empirical model for the calculation of maximum stress angle, an improved slip sinkage semi-empirical model, and a method of determining the departure angle and tyre–soil contact length according to parameter identification research. The results indicated that the improved SA was most efficient algorithm to obtain the maximum stress angle and the departure angle, with the average number of iterations equal to 3.94 and the average time consumption of computer equal to 15.41 s. The method proposed can closely estimate the tyre–soil contact length and the elastic tyre sinkage, requiring only the slip rate and the vertical load on tyre. In addition, the method can provide the maximum stress angle for calculation, approach angle, and departure angle necessary for a wheel–soil interaction semi-empirical model. •The new parameter was proposed, that is, the maximum stress angle for calculation.•SA algorithm, PSO algorithm and AFSA algorithm were improved and compared.•I-SA algorithm can identify the parameters of trafficability quickly and accurately.•Semi-empirical model of the maximum stress angle for calculation was proposed.•Sem-iempirical model of total sinkage was proposed.
To build an accurate and practical model for trafficability, experiments were conducted in a soil bin on elastic–tyre interaction. Wheel–soil interaction used a semi-empirical model and compared parameter identification methods based on improved an simulated annealing (SA) algorithm, an improved artificial fish swarm algorithm (AFSA), and an improved particle swarm optimisation algorithm (PSO) to calculate the maximum stress angle and the departure angle of the elastic tyre. The trafficability experiment included the acquisition of stress distribution, sinkage, and properties of soil of the contact length between elastic tyre and soil with different slip rates. The study proposed an improved semi-empirical model for the calculation of maximum stress angle, an improved slip sinkage semi-empirical model, and a method of determining the departure angle and tyre–soil contact length according to parameter identification research. The results indicated that the improved SA was most efficient algorithm to obtain the maximum stress angle and the departure angle, with the average number of iterations equal to 3.94 and the average time consumption of computer equal to 15.41 s. The method proposed can closely estimate the tyre–soil contact length and the elastic tyre sinkage, requiring only the slip rate and the vertical load on tyre. In addition, the method can provide the maximum stress angle for calculation, approach angle, and departure angle necessary for a wheel–soil interaction semi-empirical model.
Author Cheng, Zhun
Lu, Zhixiong
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Keywords Approach angle
Parameter identification
Trafficability
Departure angle
Maximum stress angle
Heuristic intelligent optimisation algorithm
Language English
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Snippet To build an accurate and practical model for trafficability, experiments were conducted in a soil bin on elastic–tyre interaction. Wheel–soil interaction used...
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SubjectTerms algorithms
Approach angle
computers
Departure angle
Heuristic intelligent optimisation algorithm
Maximum stress angle
Parameter identification
tires
Trafficability
Title Semi-empirical model for elastic tyre trafficability and methods for the rapid determination of its related parameters
URI https://dx.doi.org/10.1016/j.biosystemseng.2018.07.010
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